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Title: GitHub - nctu6/feast: The Open Source Feature Store for AI/ML · GitHub

Open Graph Title: GitHub - nctu6/feast: The Open Source Feature Store for AI/ML

X Title: GitHub - nctu6/feast: The Open Source Feature Store for AI/ML

Description: The Open Source Feature Store for AI/ML. Contribute to nctu6/feast development by creating an account on GitHub.

Open Graph Description: The Open Source Feature Store for AI/ML. Contribute to nctu6/feast development by creating an account on GitHub.

X Description: The Open Source Feature Store for AI/ML. Contribute to nctu6/feast development by creating an account on GitHub.

Opengraph URL: https://github.com/nctu6/feast

X: @github

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https://feast.dev/
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https://docs.feast.dev/
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Come say hi on Slack!https://communityinviter.com/apps/feastopensource/feast-the-open-source-feature-store
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documentationhttps://docs.feast.dev/
https://github.com/nctu6/feast#-architecture
https://raw.githubusercontent.com/feast-dev/feast/master/docs/assets/feast_marchitecture.png
herehttps://docs.feast.dev/how-to-guides/feast-snowflake-gcp-aws
https://github.com/nctu6/feast#-getting-started
https://github.com/nctu6/feast#1-install-feast
https://github.com/nctu6/feast#2-create-a-feature-repository
https://github.com/nctu6/feast#3-register-your-feature-definitions-and-set-up-your-feature-store
https://github.com/nctu6/feast#4-explore-your-data-in-the-web-ui-experimental
https://raw.githubusercontent.com/feast-dev/feast/master/ui/sample.png
https://github.com/nctu6/feast#5-build-a-training-dataset
https://github.com/nctu6/feast#6-load-feature-values-into-your-online-store
https://github.com/nctu6/feast#7-read-online-features-at-low-latency
https://github.com/nctu6/feast#-functionality-and-roadmap
RFChttps://docs.google.com/document/d/18IWzLEA9i2lDWnbfbwXnMCg3StlqaLVI-uRpQjr_Vos/edit#heading=h.9gaqqtox9jg6
Enhanced Feature Server and SDK for native support for NLPhttps://github.com/feast-dev/feast/issues/4964
Snowflake sourcehttps://docs.feast.dev/reference/data-sources/snowflake
Redshift sourcehttps://docs.feast.dev/reference/data-sources/redshift
BigQuery sourcehttps://docs.feast.dev/reference/data-sources/bigquery
Parquet file sourcehttps://docs.feast.dev/reference/data-sources/file
Azure Synapse + Azure SQL source (contrib plugin)https://docs.feast.dev/reference/data-sources/mssql
Hive (community plugin)https://github.com/baineng/feast-hive
Postgres (contrib plugin)https://docs.feast.dev/reference/data-sources/postgres
Spark (contrib plugin)https://docs.feast.dev/reference/data-sources/spark
Couchbase (contrib plugin)https://docs.feast.dev/reference/data-sources/couchbase
push support into the online storehttps://docs.feast.dev/reference/data-sources/push
Snowflakehttps://docs.feast.dev/reference/offline-stores/snowflake
Redshifthttps://docs.feast.dev/reference/offline-stores/redshift
BigQueryhttps://docs.feast.dev/reference/offline-stores/bigquery
Azure Synapse + Azure SQL (contrib plugin)https://docs.feast.dev/reference/offline-stores/mssql.md
Hive (community plugin)https://github.com/baineng/feast-hive
Postgres (contrib plugin)https://docs.feast.dev/reference/offline-stores/postgres
Trino (contrib plugin)https://github.com/Shopify/feast-trino
Spark (contrib plugin)https://docs.feast.dev/reference/offline-stores/spark
Couchbase (contrib plugin)https://docs.feast.dev/reference/offline-stores/couchbase
In-memory / Pandashttps://docs.feast.dev/reference/offline-stores/file
Custom offline store supporthttps://docs.feast.dev/how-to-guides/customizing-feast/adding-a-new-offline-store
Snowflakehttps://docs.feast.dev/reference/online-stores/snowflake
DynamoDBhttps://docs.feast.dev/reference/online-stores/dynamodb
Redishttps://docs.feast.dev/reference/online-stores/redis
Datastorehttps://docs.feast.dev/reference/online-stores/datastore
Bigtablehttps://docs.feast.dev/reference/online-stores/bigtable
SQLitehttps://docs.feast.dev/reference/online-stores/sqlite
Dragonflyhttps://docs.feast.dev/reference/online-stores/dragonfly
IKV - Inlined Key Value Storehttps://docs.feast.dev/reference/online-stores/ikv
Azure Cache for Redis (community plugin)https://github.com/Azure/feast-azure
Postgres (contrib plugin)https://docs.feast.dev/reference/online-stores/postgres
Cassandra / AstraDB (contrib plugin)https://docs.feast.dev/reference/online-stores/cassandra
ScyllaDB (contrib plugin)https://docs.feast.dev/reference/online-stores/scylladb
Couchbase (contrib plugin)https://docs.feast.dev/reference/online-stores/couchbase
Custom online store supporthttps://docs.feast.dev/how-to-guides/customizing-feast/adding-support-for-a-new-online-store
RFChttps://docs.google.com/document/d/1lgfIw0Drc65LpaxbUu49RCeJgMew547meSJttnUqz7c/edit
RFChttps://docs.google.com/document/d/1UzEyETHUaGpn0ap4G82DHluiCj7zEbrQLkJJkKSv4e8/edit
RFChttps://docs.google.com/document/d/1964OkzuBljifDvkV-0fakp2uaijnVzdwWNGdz7Vz50A/edit
GitHub Issuehttps://github.com/feast-dev/feast/issues/4376
Custom streaming ingestion job supporthttps://docs.feast.dev/how-to-guides/customizing-feast/creating-a-custom-provider
Push based streaming data ingestion to online storehttps://docs.feast.dev/reference/data-sources/push
Push based streaming data ingestion to offline storehttps://docs.feast.dev/reference/data-sources/push
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guidehttps://docs.feast.dev/how-to-guides/running-feast-in-production
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Feast Operator (alpha)https://github.com/feast-dev/feast/blob/master/infra/feast-operator/README.md
Java feature server (alpha)https://github.com/feast-dev/feast/blob/master/infra/charts/feast/README.md
Go feature server (alpha)https://docs.feast.dev/reference/feature-servers/go-feature-server
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https://github.com/nctu6/feast#-important-resources
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Tutorialshttps://docs.feast.dev/tutorials/tutorials-overview
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Running Feast with Snowflake/GCP/AWShttps://docs.feast.dev/how-to-guides/feast-snowflake-gcp-aws
Change Loghttps://github.com/feast-dev/feast/blob/master/CHANGELOG.md
https://github.com/nctu6/feast#-contributing
Contribution Process for Feasthttps://docs.feast.dev/project/contributing
Development Guide for Feasthttps://docs.feast.dev/project/development-guide
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Code of conduct https://github.com/nctu6/feast#coc-ov-file
Contributing https://github.com/nctu6/feast#contributing-ov-file
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